Forecasting power output of photovoltaic systems based on weather classification and support vector machines J Shi, WJ Lee, Y Liu, Y Yang, P Wang IEEE Transactions on Industry Applications 48 (3), 1064-1069, 2012 | 1005 | 2012 |
Short-term wind-power prediction based on wavelet transform–support vector machine and statistic-characteristics analysis Y Liu, J Shi, Y Yang, WJ Lee IEEE Transactions on Industry Applications 48 (4), 1136-1141, 2012 | 227 | 2012 |
Hybrid forecasting model for very-short term wind power forecasting based on grey relational analysis and wind speed distribution features J Shi, Z Ding, WJ Lee, Y Yang, Y Liu, M Zhang IEEE Transactions on Smart Grid 5 (1), 521-526, 2013 | 207 | 2013 |
Generation scheduling optimization of wind-energy storage system based on wind power output fluctuation features J Shi, WJ Lee, X Liu IEEE Transactions on Industry Applications 54 (1), 10-17, 2017 | 94 | 2017 |
Hybrid Energy Storage System (HESS) optimization enabling very short-term wind power generation scheduling based on output feature extraction J Shi, L Wang, WJ Lee, X Cheng, X Zong Applied energy 256, 113915, 2019 | 79 | 2019 |
Piecewise support vector machine model for short-term wind-power prediction Y Liu, J Shi, Y Yang, S Han International Journal of Green Energy 6 (5), 479-489, 2009 | 45 | 2009 |
Complementary potential of wind-solar-hydro power in Chinese provinces: Based on a high temporal resolution multi-objective optimization model JL Fan, X Huang, J Shi, K Li, J Cai, X Zhang Renewable and Sustainable Energy Reviews, 113566, 2023 | 38 | 2023 |
Genetic algorithm-piecewise support vector machine model for short term wind power prediction J Shi, Y Yang, P Wang, Y Liu, S Han 2010 8th World Congress on Intelligent Control and Automation, 2254-2258, 2010 | 36 | 2010 |
Four-stage space-time hybrid model for distributed photovoltaic power forecasting J Shi, Y Chen, X Cheng, M Yang, M Wang IEEE Transactions on Industry Applications 59 (1), 1129-1138, 2022 | 23 | 2022 |
Short term wind power forecasting using Hilbert-Huang Transform and artificial neural network J Shi, WJ Lee, Y Liu, Y Yang, P Wang 2011 4th International Conference on Electric Utility Deregulation and …, 2011 | 21 | 2011 |
The research and application of wavelet-support vector machine on short-term wind power prediction J Shi, Y Liu, Y Yang, S Han, P Wang 2010 8th world congress on intelligent control and automation, 4927-4931, 2010 | 15 | 2010 |
Generation scheduling optimization of wind-energy storage generation system based on feature extraction and MPC J Shi, G Zhang, X Liu Energy Procedia 158, 6672-6678, 2019 | 9 | 2019 |
Accuracy Improvement of Short-Term Photovoltaic Power Forecasting Based on PCA and PSO-BP K Guo, X Cheng, J Shi 2021 3rd Asia Energy and Electrical Engineering Symposium (AEEES), 893-897, 2021 | 6 | 2021 |
Short-Term Photovoltaic Power Forcasting Based on PSO-BP Neural Network K Guo, X Cheng, H Ge, J Shi 2020 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), 303-309, 2020 | 6 | 2020 |
Short term power load forecasting of large buildings based on multi-view ConvLSTM neural network A Zhang, F Bian, W Niu, D Wang, S Wei, S Wang, Y Li, Y Zhang, Y Chen, ... 2020 IEEE 4th Conference on Energy Internet and Energy System Integration …, 2020 | 5 | 2020 |
Ultra-short-term interval prediction model for photovoltaic power based on bayesian optimization Y Wang, J Shi, Y Ma, S Wang, Z Fu, J Gao 2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), 1138 …, 2022 | 4 | 2022 |
Hybrid models based on LSTM and CNN architecture with Bayesian optimization for shortterm photovoltaic power forecasting Y Chen, J Shi, X Cheng, X Ma 2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), 1415 …, 2021 | 4 | 2021 |
Model optimization for very-short-term wind power forecasting using Hilbert-Huang Transform J Shi, Y Gong, X Liu, X Zhu 2016 International Conference on Smart Grid and Clean Energy Technologies …, 2016 | 4 | 2016 |
Evaluation of the switching surges generated during the installation of legacy and smart electric metering equipment Z Zhang, WJ Lee, DA Wetz, B Shrestha, J Shi, A Jackson, H Honang, ... IEEE Transactions on Industry Applications 50 (3), 2164-2172, 2013 | 4 | 2013 |
Weighted parallel algorithm to improve the performance of short-term wind power forecasting J Shi, WJ Lee 2012 IEEE Power and Energy Society General Meeting, 1-6, 2012 | 3 | 2012 |